OpenAI: GPT-5.4 Pro (batch)
The OpenAI GPT-5.4 Pro (batch) is a versatile AI model capable of processing text, images, and files, with an impressive context length of 1 million tokens and the ability to support reasoning tasks. It can handle structured outputs but does not currently offer open weights or independent benchmarking data. This model stands as a strong contender for projects requiring diverse input modalities and robust reasoning capabilities; however, its premium price of $90 per million output tokens might be prohibitive for budget-conscious users. Given the lack of comprehensive benchmark coverage, it is best suited for organizations willing to invest in high-quality AI solutions without stringent performance metrics.
- Model ID
- openai/gpt-5.4-pro:batch
- Vendor
- openai
- Released
- March 2026
- Tokenizer
- GPT
- Input Modalities
- text, image, file
- Output Modalities
- text
- Max Output
- 128,000 tokens
- Tool Calling
- ✓ supported
- Structured Output
- ✓ supported
- Reasoning Mode
- ✓ supported
- Vision
- ✓ accepts images
- Audio
- no
- Moderated
- yes
What it costs in practice
Computed from the current $15.00/M input and $90.00/M output rates. Run your own numbers →
| Job | Tokens | Cost |
|---|---|---|
| Summarize a 50-page report | 30k in / 1.5k out | $0.58 |
| Classify 1,000 customer emails | 500k in / 50k out | $12.00 |
| A month of a busy support chatbot | 5M in / 2M out | $255.00 |
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OpenAI: GPT-5.2 Pro
Quick answers
- How much does OpenAI: GPT-5.4 Pro (batch) cost?
- $15.00 per million input tokens and $90.00 per million output tokens.
- What is OpenAI: GPT-5.4 Pro (batch)'s context window?
- 1,050,000 tokens, roughly 1,575 pages of text in a single request.
- Does OpenAI: GPT-5.4 Pro (batch) support tool calling?
- It supports tool calling, structured output, a reasoning mode.
- Can OpenAI: GPT-5.4 Pro (batch) process images?
- Yes, it accepts image input.